Samuel Mugel - RankMe

14 papers Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Blockchain Network Analysis using Quantum Inspired Graph Neural Networks & Ensemble Models. CoRR Luigi D'Amico, Daniel De Rosso, Ninad Dixit, Raúl Salles de Padua, Samuel Palmer, Samuel Mugel, Román Orús, Holger Eble, Ali Abedi
2025	J	`jnl`	Quantum-Inspired Solver for Simulating Material Deformations. CoRR Mazen Ali, Aser Cortines, Siddhartha Morales, Samuel Mugel, Mireia Olave, Roman Orus, Samuel Palmer, Hodei Usabiaga
2025	J	`jnl`	Scaling Laws for Energy Efficiency of Local LLMs. CoRR Ander Alvarez, Alessandro Daniele Genuardi Oquendo, Nilotpal Kanti Sinha, Antonio Tiene, Mikail Okyay, Bakbergen Ryskulov, David Montero, Samuel Mugel, Román Orús
2025	J	`jnl`	Synthetic Data Generation and Differential Privacy using Tensor Networks' Matrix Product States (MPS). CoRR Alejandro Moreno R., Desale Fentaw, Samuel Palmer, Raúl Salles de Padua, Ninad Dixit, Samuel Mugel, Román Orús, Manuel Radons, Josef Menter, Ali Abedi
2024	J	`jnl`	Boosting Defect Detection in Manufacturing using Tensor Convolutional Neural Networks. CoRR Pablo Martin-Ramiro, Unai Sainz de la Maza, Roman Orus, Samuel Mugel
2024	J	`jnl`	CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks. CoRR Andrei Tomut, Saeed S. Jahromi, Sukhbinder Singh, Faysal Ishtiaq, César Muñoz, Prabdeep Singh Bajaj, Ali Elborady, Gianni Del Bimbo, Mehrazin Alizadeh, David Montero, Pablo Martin-Ramiro, Muhammad Ibrahim, Oussama Tahiri-Alaoui, John Malcolm, Samuel Mugel, Roman Orus
2023	J	`jnl`	Application of Tensor Neural Networks to Pricing Bermudan Swaptions. CoRR Raj G. Patel, Tomas Dominguez, Mohammad Dib, Samuel Palmer, Andrea Cadarso, Fernando De Lope Contreras, Abdelkader Ratnani, Francisco Gomez Casanova, Senaida Hernández-Santana, Álvaro Díaz Fernández, Eva Andrés, Jorge Luis-Hita, Escolástico Sánchez-Martínez, Samuel Mugel, Roman Orus
2023	J	`jnl`	Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer. Entropy Yongcheng Ding, Javier Gonzalez-Conde, Lucas Lamata, José D. Martín-Guerrero, Enrique Lizaso, Samuel Mugel, Xi Chen, Román Orús, Enrique Solano, Mikel Sanz
2022	J	`jnl`	Financial Index Tracking via Quantum Computing with Cardinality Constraints. CoRR Samuel Palmer, Konstantinos Karagiannis, Adam Florence, Asier Rodriguez, Roman Orus, Harish Naik, Samuel Mugel
2022	J	`jnl`	Financial Risk Management on a Neutral Atom Quantum Processor. CoRR Lucas Leclerc, Luis Ortiz-Guitierrez, Sebastián Grijalva, Boris Albrecht, Julia R. K. Cline, Vincent E. Elfving, Adrien Signoles, Loïc Henriet, Gianni Del Bimbo, Usman Ayub Sheikh, Maitree Shah, Luc Andrea, Faysal Ishtiaq, Andoni Duarte, Samuel Mugel, Irene Caceres, Michel Kurek, Roman Orus, Achraf Seddik, Oumaima Hammammi, Hacene Isselnane, Didier M'tamon
2022	J	`jnl`	Quantum artificial vision for defect detection in manufacturing. CoRR Daniel Guijo, Victor Onofre, Gianni Del Bimbo, Samuel Mugel, Daniel Estepa, Xabier De Carlos, Ana Adell, Aizea Lojo, Josu Bilbao, Roman Orus
2022	J	`jnl`	Quantum-Inspired Tensor Neural Networks for Option Pricing. CoRR Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Samuel Palmer, Saeed S. Jahromi, Shivam Sharma, Tomas Dominguez, Kris Tziritas, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Samuel Mugel, Roman Orus
2022	J	`jnl`	Quantum-Inspired Tensor Neural Networks for Partial Differential Equations. CoRR Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Saeed S. Jahromi, Samuel Palmer, Shivam Sharma, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Chi-Guhn Lee, Samuel Mugel, Roman Orus
2020	J	`jnl`	Dynamic Portfolio Optimization with Real Datasets Using Quantum Processors and Quantum-Inspired Tensor Networks. CoRR Samuel Mugel, Carlos Kuchkovsky, Escolastico Sanchez, Samuel Fernández-Lorenzo, Jorge Luis-Hita, Enrique Lizaso, Roman Orus